Prediction of Heart Failure in Children with Congenital Heart Disease Based on Multichannel LSTM

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Pathogeny</td><td class="align_center">Corresponding diseases</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Congenital</td><td class="align_center">Obstructive lesions (as, COA, PS, RVOTO); abnormal coronary artery originated from pulmonary artery; postoperative congenital heart disease)</td></tr><tr><td class="align_center" colspan="2"><hr/></td></tr><tr><td class="align_left">Acquired</td><td class="align_center">Inflammation (viral myocarditis, HV related, etc.): dilated cardiomyopathy arrhythmia (tachycardia, atrioventricular block); others (left ventricular noncompaction, anthracycline toxicity)</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Causes of pump failure and heart failure in children.</div>

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Table 2

Table 2: Prediction of Heart Failure in Children with Congenital Heart Disease Based on Multichannel LSTM 